saily_100b-GGUF / README.md
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---
exported_from: deepnight-research/saily_100b
language:
- en
library_name: transformers
license: mit
license_link: LICENSE
license_name: deepnight-responsible-ai
quantized_by: mradermacher
---
## About
static quants of https://huggingface.co/deepnight-research/saily_100b
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weighted/imatrix quants are available at https://huggingface.co/mradermacher/saily_100b-i1-GGUF
## Usage
If you are unsure how to use GGUF files, refer to one of [TheBloke's
READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for
more details, including on how to concatenate multi-part files.
## Provided Quants
(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants)
| Link | Type | Size/GB | Notes |
|:-----|:-----|--------:|:------|
| [GGUF](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q2_K.gguf) | Q2_K | 43.7 | |
| [GGUF](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ3_XS.gguf) | IQ3_XS | 48.4 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q3_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q3_K_S.gguf.part2of2) | Q3_K_S | 51.1 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ3_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ3_S.gguf.part2of2) | IQ3_S | 51.3 | beats Q3_K* |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ3_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ3_M.gguf.part2of2) | IQ3_M | 53.0 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q3_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q3_K_M.gguf.part2of2) | Q3_K_M | 57.0 | lower quality |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q3_K_L.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q3_K_L.gguf.part2of2) | Q3_K_L | 62.1 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ4_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.IQ4_XS.gguf.part2of2) | IQ4_XS | 63.9 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q4_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q4_K_S.gguf.part2of2) | Q4_K_S | 67.2 | fast, recommended |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q4_K_M.gguf.part2of2) | Q4_K_M | 71.0 | fast, recommended |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q5_K_S.gguf.part2of2) | Q5_K_S | 81.4 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q5_K_M.gguf.part2of2) | Q5_K_M | 83.6 | |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q6_K.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q6_K.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q6_K.gguf.part3of3) | Q6_K | 97.0 | very good quality |
| [PART 1](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q8_0.gguf.part1of3) [PART 2](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q8_0.gguf.part2of3) [PART 3](https://huggingface.co/mradermacher/saily_100b-GGUF/resolve/main/saily_100b.Q8_0.gguf.part3of3) | Q8_0 | 125.5 | fast, best quality |
Here is a handy graph by ikawrakow comparing some lower-quality quant
types (lower is better):
![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png)
And here are Artefact2's thoughts on the matter:
https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9
## Thanks
I thank my company, [nethype GmbH](https://www.nethype.de/), for letting
me use its servers and providing upgrades to my workstation to enable
this work in my free time.
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